{"id":"W2106687317","doi":"10.1258/jms.2010.010005","title":"Mortality reductions produced by sustained prostate cancer screening have been underestimated","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Prostate cancer; Prostate; Cancer; Oncology; Mortality rate; Prostate cancer screening; Prostate-specific antigen; Gynecology; Internal medicine; Urology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05044053,0.0006967686,0.001417454,0.001299876,0.0003572686,0.001756408,0.001257363,0.001087333,0.001814179],"category_scores_gemma":[0.07521471,0.000363566,0.002014374,0.001571263,0.001183684,0.001359682,0.001896681,0.002033835,0.0005192249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471364,"about_ca_system_score_gemma":0.001272998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307335,"about_ca_topic_score_gemma":0.002669944,"domain_scores_codex":[0.9686112,0.01907148,0.002131725,0.003265661,0.005713081,0.001206775],"domain_scores_gemma":[0.9103925,0.04759559,0.01805564,0.01326848,0.009674666,0.001013076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008084115,0.000392292,0.6134802,0.003878628,0.01057244,0.0004122135,0.001410911,0.00802227,0.005304374,0.008409994,0.01042143,0.3296111],"study_design_scores_gemma":[0.0002468328,0.002149783,0.9635924,0.0005682833,0.003082382,0.0007279449,0.0003299261,0.003845003,0.005223716,0.005110793,0.01504689,0.00007604271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8261358,0.06654929,0.04953087,0.02821749,0.002245877,0.0006125499,0.008629726,0.00116299,0.01691537],"genre_scores_gemma":[0.9887686,0.002826161,0.003287516,0.002375618,0.0005309596,0.00008671208,0.001299555,0.00006567499,0.000759171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05044053,"threshold_uncertainty_score":0.2667583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756343774581534,"score_gpt":0.3697523891535436,"score_spread":0.3321889514077283,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}